get_demand_aggregate

shallow

ai.tunnelmind/data · Verify this server

Weekly public aggregate of demand: what callers asked this API for that it did not have or rejected (ghost routes, rejected arguments, ghost MCP tools, tools/list counts). One ISO week, Monday 00:00 UTC to the next Monday 00:00 UTC (`?week=` picks the week containing a date; default is the current week). Aggregate rows only: a row is published only when at least `n_threshold` (3) distinct actors produced it in the window. Rows below that are omitted, and their count is published in `suppressed` ({rows, events}). No actor identifier, IP, raw path, query string, timestamp or per-row user agent is ever returned. `name` and `path_shape` are caller-supplied request text, marked `caller_supplied: true`; they are not TunnelMind statements. `valid_until` equals `window_end`. Add `?receipt=true` for a signed Receipt v1.0 over the same payload. Totals cover published rows only. `ghost_tool_per_list_ratio` is ghost tool asks per tools/list, because only unknown-tool calls are recorded.

100.0/100

1 trials · measured 14 days ago

get_demand_aggregate scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.tunnelmind/data, measured 6 Oct 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
open
Category
Developer infrastructure
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-06100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: get_demand_aggregate
[![Vouch score](https://vouch.tools/api/tools/578ddc88-2d38-4246-a42b-fe8a028dbde9/badge.svg)](https://vouch.tools/tools/578ddc88-2d38-4246-a42b-fe8a028dbde9)
get_demand_aggregate — Vouch